Overview
Brought to you by YData
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 64.1 KiB |
| Average record size in memory | 655.9 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 1 |
| Numeric | 17 |
Revenue diff has constant value "0.0" | Constant |
Expected revenue is highly overall correlated with Number of products sold and 2 other fields | High correlation |
Number of products sold is highly overall correlated with Expected revenue and 1 other fields | High correlation |
Price is highly overall correlated with Expected revenue and 1 other fields | High correlation |
Revenue generated is highly overall correlated with Expected revenue and 2 other fields | High correlation |
Stock levels is highly overall correlated with Stock levels (adj) | High correlation |
Stock levels (adj) is highly overall correlated with Stock levels and 1 other fields | High correlation |
stock_violation is highly overall correlated with Stock levels (adj) | High correlation |
stock_violation is highly imbalanced (91.9%) | Imbalance |
SKU has unique values | Unique |
Price has unique values | Unique |
Revenue generated has unique values | Unique |
Shipping costs has unique values | Unique |
Manufacturing costs has unique values | Unique |
Costs has unique values | Unique |
Expected revenue has unique values | Unique |
Reproduction
| Analysis started | 2025-10-20 13:14:21.170791 |
|---|---|
| Analysis finished | 2025-10-20 13:14:51.549968 |
| Duration | 30.38 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
Product type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.7 KiB |
| skincare | |
|---|---|
| haircare | |
| cosmetics |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.26 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | haircare |
|---|---|
| 2nd row | skincare |
| 3rd row | haircare |
| 4th row | skincare |
| 5th row | skincare |
Common Values
| Value | Count | Frequency (%) |
| skincare | 40 | |
| haircare | 34 | |
| cosmetics | 26 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| skincare | 40 | |
| haircare | 34 | |
| cosmetics | 26 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 126 | |
| a | 108 | |
| r | 108 | |
| i | 100 | |
| e | 100 | |
| s | 92 | |
| n | 40 | 4.8% |
| k | 40 | 4.8% |
| h | 34 | 4.1% |
| o | 26 | 3.1% |
| Other values (2) | 52 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 826 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 126 | |
| a | 108 | |
| r | 108 | |
| i | 100 | |
| e | 100 | |
| s | 92 | |
| n | 40 | 4.8% |
| k | 40 | 4.8% |
| h | 34 | 4.1% |
| o | 26 | 3.1% |
| Other values (2) | 52 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 826 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 126 | |
| a | 108 | |
| r | 108 | |
| i | 100 | |
| e | 100 | |
| s | 92 | |
| n | 40 | 4.8% |
| k | 40 | 4.8% |
| h | 34 | 4.1% |
| o | 26 | 3.1% |
| Other values (2) | 52 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 826 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 126 | |
| a | 108 | |
| r | 108 | |
| i | 100 | |
| e | 100 | |
| s | 92 | |
| n | 40 | 4.8% |
| k | 40 | 4.8% |
| h | 34 | 4.1% |
| o | 26 | 3.1% |
| Other values (2) | 52 |
SKU
Text
Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9 |
| Min length | 4 |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | SKU0 |
|---|---|
| 2nd row | SKU1 |
| 3rd row | SKU2 |
| 4th row | SKU3 |
| 5th row | SKU4 |
| Value | Count | Frequency (%) |
| sku0 | 1 | 1.0% |
| sku1 | 1 | 1.0% |
| sku2 | 1 | 1.0% |
| sku3 | 1 | 1.0% |
| sku4 | 1 | 1.0% |
| sku5 | 1 | 1.0% |
| sku6 | 1 | 1.0% |
| sku7 | 1 | 1.0% |
| sku8 | 1 | 1.0% |
| sku9 | 1 | 1.0% |
| Other values (90) | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 100 | |
| K | 100 | |
| U | 100 | |
| 1 | 20 | 4.1% |
| 2 | 20 | 4.1% |
| 6 | 20 | 4.1% |
| 3 | 20 | 4.1% |
| 4 | 20 | 4.1% |
| 5 | 20 | 4.1% |
| 8 | 20 | 4.1% |
| Other values (3) | 50 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 490 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 100 | |
| K | 100 | |
| U | 100 | |
| 1 | 20 | 4.1% |
| 2 | 20 | 4.1% |
| 6 | 20 | 4.1% |
| 3 | 20 | 4.1% |
| 4 | 20 | 4.1% |
| 5 | 20 | 4.1% |
| 8 | 20 | 4.1% |
| Other values (3) | 50 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 490 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 100 | |
| K | 100 | |
| U | 100 | |
| 1 | 20 | 4.1% |
| 2 | 20 | 4.1% |
| 6 | 20 | 4.1% |
| 3 | 20 | 4.1% |
| 4 | 20 | 4.1% |
| 5 | 20 | 4.1% |
| 8 | 20 | 4.1% |
| Other values (3) | 50 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 490 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 100 | |
| K | 100 | |
| U | 100 | |
| 1 | 20 | 4.1% |
| 2 | 20 | 4.1% |
| 6 | 20 | 4.1% |
| 3 | 20 | 4.1% |
| 4 | 20 | 4.1% |
| 5 | 20 | 4.1% |
| 8 | 20 | 4.1% |
| Other values (3) | 50 |
Price
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.462461 |
| Minimum | 1.699976 |
|---|---|
| Maximum | 99.171329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1.699976 |
|---|---|
| 5-th percentile | 4.0507218 |
| Q1 | 19.597823 |
| median | 51.239831 |
| Q3 | 77.198228 |
| 95-th percentile | 96.396366 |
| Maximum | 99.171329 |
| Range | 97.471353 |
| Interquartile range (IQR) | 57.600405 |
Descriptive statistics
| Standard deviation | 31.168193 |
|---|---|
| Coefficient of variation (CV) | 0.63013833 |
| Kurtosis | -1.3734706 |
| Mean | 49.462461 |
| Median Absolute Deviation (MAD) | 28.292667 |
| Skewness | -0.022538919 |
| Sum | 4946.2461 |
| Variance | 971.45624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 69.80800554 | 1 | 1.0% |
| 14.84352328 | 1 | 1.0% |
| 11.31968329 | 1 | 1.0% |
| 61.16334302 | 1 | 1.0% |
| 4.805496036 | 1 | 1.0% |
| 1.699976014 | 1 | 1.0% |
| 4.078332863 | 1 | 1.0% |
| 42.95838438 | 1 | 1.0% |
| 68.71759675 | 1 | 1.0% |
| 64.01573294 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.699976014 | 1 | |
| 2.397274706 | 1 | |
| 3.037688725 | 1 | |
| 3.170011414 | 1 | |
| 3.526111259 | 1 | |
| 4.078332863 | 1 | |
| 4.156308359 | 1 | |
| 4.324341186 | 1 | |
| 4.805496036 | 1 | |
| 6.306883176 | 1 |
| Value | Count | Frequency (%) |
| 99.17132864 | 1 | |
| 99.11329162 | 1 | |
| 98.03182966 | 1 | |
| 97.76008558 | 1 | |
| 97.44694662 | 1 | |
| 96.34107244 | 1 | |
| 95.71213588 | 1 | |
| 92.99688423 | 1 | |
| 92.55736081 | 1 | |
| 91.12831835 | 1 |
Availability
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.4 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.95 |
| Q1 | 22.75 |
| median | 43.5 |
| Q3 | 75 |
| 95-th percentile | 96.05 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 52.25 |
Descriptive statistics
| Standard deviation | 30.743317 |
|---|---|
| Coefficient of variation (CV) | 0.63519249 |
| Kurtosis | -1.3319932 |
| Mean | 48.4 |
| Median Absolute Deviation (MAD) | 27.5 |
| Skewness | 0.18361821 |
| Sum | 4840 |
| Variance | 945.15152 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11 | 4 | 4.0% |
| 34 | 3 | 3.0% |
| 55 | 3 | 3.0% |
| 26 | 3 | 3.0% |
| 23 | 3 | 3.0% |
| 90 | 3 | 3.0% |
| 75 | 3 | 3.0% |
| 29 | 3 | 3.0% |
| 16 | 3 | 3.0% |
| 56 | 3 | 3.0% |
| Other values (53) | 69 |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 3 | 1 | 1.0% |
| 5 | 2 | |
| 6 | 1 | 1.0% |
| 9 | 2 | |
| 10 | 2 | |
| 11 | 4 | |
| 12 | 1 | 1.0% |
| 13 | 1 | 1.0% |
| 14 | 2 |
| Value | Count | Frequency (%) |
| 100 | 1 | 1.0% |
| 99 | 1 | 1.0% |
| 98 | 1 | 1.0% |
| 97 | 2 | |
| 96 | 1 | 1.0% |
| 95 | 2 | |
| 94 | 1 | 1.0% |
| 93 | 2 | |
| 91 | 1 | 1.0% |
| 90 | 3 |
Number of products sold
Real number (ℝ)
High correlation
| Distinct | 96 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 460.99 |
| Minimum | 8 |
|---|---|
| Maximum | 996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 60.5 |
| Q1 | 184.25 |
| median | 392.5 |
| Q3 | 704.25 |
| 95-th percentile | 960.15 |
| Maximum | 996 |
| Range | 988 |
| Interquartile range (IQR) | 520 |
Descriptive statistics
| Standard deviation | 303.78007 |
|---|---|
| Coefficient of variation (CV) | 0.65897324 |
| Kurtosis | -1.2513936 |
| Mean | 460.99 |
| Median Absolute Deviation (MAD) | 241.5 |
| Skewness | 0.28141802 |
| Sum | 46099 |
| Variance | 92282.333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 336 | 2 | 2.0% |
| 320 | 2 | 2.0% |
| 134 | 2 | 2.0% |
| 963 | 2 | 2.0% |
| 871 | 1 | 1.0% |
| 147 | 1 | 1.0% |
| 8 | 1 | 1.0% |
| 802 | 1 | 1.0% |
| 426 | 1 | 1.0% |
| 150 | 1 | 1.0% |
| Other values (86) | 86 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 29 | 1 | |
| 32 | 1 | |
| 62 | 1 | |
| 65 | 1 | |
| 79 | 1 | |
| 83 | 1 | |
| 93 | 1 |
| Value | Count | Frequency (%) |
| 996 | 1 | |
| 987 | 1 | |
| 980 | 1 | |
| 963 | 2 | |
| 960 | 1 | |
| 946 | 1 | |
| 933 | 1 | |
| 919 | 1 | |
| 916 | 1 | |
| 913 | 1 |
Revenue generated
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22856.977 |
| Minimum | 90.557466 |
|---|---|
| Maximum | 87098.044 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 90.557466 |
|---|---|
| 5-th percentile | 865.77599 |
| Q1 | 5489.6645 |
| median | 13134.49 |
| Q3 | 37071.66 |
| 95-th percentile | 63355.905 |
| Maximum | 87098.044 |
| Range | 87007.486 |
| Interquartile range (IQR) | 31581.995 |
Descriptive statistics
| Standard deviation | 22844.682 |
|---|---|
| Coefficient of variation (CV) | 0.9994621 |
| Kurtosis | 0.31115386 |
| Mean | 22856.977 |
| Median Absolute Deviation (MAD) | 10132.709 |
| Skewness | 1.1252807 |
| Sum | 2285697.7 |
| Variance | 5.2187949 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55986.02044 | 1 | 1.0% |
| 10924.83313 | 1 | 1.0% |
| 90.55746634 | 1 | 1.0% |
| 5076.55747 | 1 | 1.0% |
| 4185.587048 | 1 | 1.0% |
| 249.896474 | 1 | 1.0% |
| 265.0916361 | 1 | 1.0% |
| 18300.27175 | 1 | 1.0% |
| 10307.63951 | 1 | 1.0% |
| 62735.41828 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 90.55746634 | 1 | |
| 218.6188981 | 1 | |
| 249.896474 | 1 | |
| 265.0916361 | 1 | |
| 810.8193128 | 1 | |
| 868.6684471 | 1 | |
| 944.526234 | 1 | |
| 1533.265338 | 1 | |
| 1690.817404 | 1 | |
| 1924.07486 | 1 |
| Value | Count | Frequency (%) |
| 87098.04365 | 1 | |
| 87010.04158 | 1 | |
| 80386.10032 | 1 | |
| 79463.8936 | 1 | |
| 75145.14875 | 1 | |
| 62735.41828 | 1 | |
| 61862.96003 | 1 | |
| 56894.56036 | 1 | |
| 56362.06616 | 1 | |
| 55986.02044 | 1 |
Customer demographics
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 KiB |
| Unknown | |
|---|---|
| Female | |
| Non-binary | |
| Male |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 6.81 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Non-binary |
|---|---|
| 2nd row | Female |
| 3rd row | Unknown |
| 4th row | Non-binary |
| 5th row | Non-binary |
Common Values
| Value | Count | Frequency (%) |
| Unknown | 31 | |
| Female | 25 | |
| Non-binary | 23 | |
| Male | 21 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| unknown | 31 | |
| female | 25 | |
| non-binary | 23 | |
| male | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 139 | |
| e | 71 | |
| a | 69 | |
| o | 54 | 7.9% |
| l | 46 | 6.8% |
| U | 31 | 4.6% |
| w | 31 | 4.6% |
| k | 31 | 4.6% |
| F | 25 | 3.7% |
| m | 25 | 3.7% |
| Other values (7) | 159 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 681 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 139 | |
| e | 71 | |
| a | 69 | |
| o | 54 | 7.9% |
| l | 46 | 6.8% |
| U | 31 | 4.6% |
| w | 31 | 4.6% |
| k | 31 | 4.6% |
| F | 25 | 3.7% |
| m | 25 | 3.7% |
| Other values (7) | 159 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 681 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 139 | |
| e | 71 | |
| a | 69 | |
| o | 54 | 7.9% |
| l | 46 | 6.8% |
| U | 31 | 4.6% |
| w | 31 | 4.6% |
| k | 31 | 4.6% |
| F | 25 | 3.7% |
| m | 25 | 3.7% |
| Other values (7) | 159 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 681 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 139 | |
| e | 71 | |
| a | 69 | |
| o | 54 | 7.9% |
| l | 46 | 6.8% |
| U | 31 | 4.6% |
| w | 31 | 4.6% |
| k | 31 | 4.6% |
| F | 25 | 3.7% |
| m | 25 | 3.7% |
| Other values (7) | 159 |
Stock levels
Real number (ℝ)
High correlation
| Distinct | 65 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.27 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 17.75 |
| median | 48 |
| Q3 | 73 |
| 95-th percentile | 97 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 55.25 |
Descriptive statistics
| Standard deviation | 30.996531 |
|---|---|
| Coefficient of variation (CV) | 0.64214898 |
| Kurtosis | -1.2117776 |
| Mean | 48.27 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.093650625 |
| Sum | 4827 |
| Variance | 960.78495 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 5 | 5.0% |
| 90 | 4 | 4.0% |
| 48 | 3 | 3.0% |
| 100 | 3 | 3.0% |
| 10 | 3 | 3.0% |
| 4 | 3 | 3.0% |
| 31 | 2 | 2.0% |
| 93 | 2 | 2.0% |
| 1 | 2 | 2.0% |
| 54 | 2 | 2.0% |
| Other values (55) | 71 |
| Value | Count | Frequency (%) |
| 1 | 2 | 2.0% |
| 2 | 1 | 1.0% |
| 4 | 3 | |
| 5 | 5 | |
| 6 | 1 | 1.0% |
| 9 | 1 | 1.0% |
| 10 | 3 | |
| 11 | 1 | 1.0% |
| 12 | 1 | 1.0% |
| 13 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 100 | 3 | |
| 98 | 1 | 1.0% |
| 97 | 2 | |
| 96 | 2 | |
| 95 | 1 | 1.0% |
| 93 | 2 | |
| 92 | 1 | 1.0% |
| 90 | 4 | |
| 89 | 1 | 1.0% |
| 86 | 1 | 1.0% |
Lead times
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.96 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 17 |
| Q3 | 24 |
| 95-th percentile | 29 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.7858012 |
|---|---|
| Coefficient of variation (CV) | 0.5504888 |
| Kurtosis | -1.1888488 |
| Mean | 15.96 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.12983854 |
| Sum | 1596 |
| Variance | 77.190303 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 27 | 6 | 6.0% |
| 17 | 6 | 6.0% |
| 1 | 6 | 6.0% |
| 8 | 5 | 5.0% |
| 23 | 5 | 5.0% |
| 19 | 5 | 5.0% |
| 26 | 5 | 5.0% |
| 25 | 5 | 5.0% |
| 29 | 5 | 5.0% |
| 11 | 4 | 4.0% |
| Other values (19) | 48 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 3 | |
| 3 | 1 | 1.0% |
| 4 | 2 | 2.0% |
| 5 | 4 | |
| 6 | 2 | 2.0% |
| 7 | 3 | |
| 8 | 5 | |
| 9 | 2 | 2.0% |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 30 | 2 | 2.0% |
| 29 | 5 | |
| 28 | 1 | 1.0% |
| 27 | 6 | |
| 26 | 5 | |
| 25 | 5 | |
| 24 | 3 | |
| 23 | 5 | |
| 22 | 2 | 2.0% |
| 20 | 2 | 2.0% |
Order quantities
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.22 |
| Minimum | 1 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 26 |
| median | 52 |
| Q3 | 71.25 |
| 95-th percentile | 88 |
| Maximum | 96 |
| Range | 95 |
| Interquartile range (IQR) | 45.25 |
Descriptive statistics
| Standard deviation | 26.784429 |
|---|---|
| Coefficient of variation (CV) | 0.54417776 |
| Kurtosis | -1.1192733 |
| Mean | 49.22 |
| Median Absolute Deviation (MAD) | 23.5 |
| Skewness | -0.10737313 |
| Sum | 4922 |
| Variance | 717.40566 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 85 | 6 | 6.0% |
| 66 | 4 | 4.0% |
| 72 | 4 | 4.0% |
| 52 | 3 | 3.0% |
| 11 | 3 | 3.0% |
| 27 | 3 | 3.0% |
| 26 | 3 | 3.0% |
| 51 | 3 | 3.0% |
| 22 | 3 | 3.0% |
| 80 | 2 | 2.0% |
| Other values (51) | 66 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.0% |
| 2 | 1 | 1.0% |
| 4 | 1 | 1.0% |
| 6 | 1 | 1.0% |
| 7 | 2 | |
| 8 | 1 | 1.0% |
| 9 | 2 | |
| 10 | 2 | |
| 11 | 3 | |
| 15 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 96 | 2 | 2.0% |
| 95 | 1 | 1.0% |
| 94 | 1 | 1.0% |
| 88 | 2 | 2.0% |
| 85 | 6 | |
| 83 | 2 | 2.0% |
| 82 | 1 | 1.0% |
| 80 | 2 | 2.0% |
| 78 | 2 | 2.0% |
| 77 | 1 | 1.0% |
Shipping times
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.75 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3.75 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4.25 |
Descriptive statistics
| Standard deviation | 2.7242829 |
|---|---|
| Coefficient of variation (CV) | 0.47378833 |
| Kurtosis | -1.0712955 |
| Mean | 5.75 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2815893 |
| Sum | 575 |
| Variance | 7.4217172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 8 | 16 | |
| 7 | 14 | |
| 9 | 11 | |
| 4 | 10 | |
| 1 | 10 | |
| 6 | 10 | |
| 3 | 10 | |
| 5 | 8 | |
| 10 | 6 | 6.0% |
| 2 | 5 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 5 | 5.0% |
| 3 | 10 | |
| 4 | 10 | |
| 5 | 8 | |
| 6 | 10 | |
| 7 | 14 | |
| 8 | 16 | |
| 9 | 11 | |
| 10 | 6 | 6.0% |
| Value | Count | Frequency (%) |
| 10 | 6 | 6.0% |
| 9 | 11 | |
| 8 | 16 | |
| 7 | 14 | |
| 6 | 10 | |
| 5 | 8 | |
| 4 | 10 | |
| 3 | 10 | |
| 2 | 5 | 5.0% |
| 1 | 10 |
Shipping carriers
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 KiB |
| Carrier B | |
|---|---|
| Carrier C | |
| Carrier A |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Carrier B |
|---|---|
| 2nd row | Carrier A |
| 3rd row | Carrier B |
| 4th row | Carrier C |
| 5th row | Carrier A |
Common Values
| Value | Count | Frequency (%) |
| Carrier B | 43 | |
| Carrier C | 29 | |
| Carrier A | 28 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| carrier | 100 | |
| b | 43 | |
| c | 29 | 14.5% |
| a | 28 | 14.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 300 | |
| C | 129 | |
| a | 100 | 11.1% |
| i | 100 | 11.1% |
| e | 100 | 11.1% |
| 100 | 11.1% | |
| B | 43 | 4.8% |
| A | 28 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 900 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 300 | |
| C | 129 | |
| a | 100 | 11.1% |
| i | 100 | 11.1% |
| e | 100 | 11.1% |
| 100 | 11.1% | |
| B | 43 | 4.8% |
| A | 28 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 900 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 300 | |
| C | 129 | |
| a | 100 | 11.1% |
| i | 100 | 11.1% |
| e | 100 | 11.1% |
| 100 | 11.1% | |
| B | 43 | 4.8% |
| A | 28 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 900 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 300 | |
| C | 129 | |
| a | 100 | 11.1% |
| i | 100 | 11.1% |
| e | 100 | 11.1% |
| 100 | 11.1% | |
| B | 43 | 4.8% |
| A | 28 | 3.1% |
Shipping costs
Real number (ℝ)
Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5481491 |
| Minimum | 1.0134866 |
|---|---|
| Maximum | 9.9298162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1.0134866 |
|---|---|
| 5-th percentile | 1.4055747 |
| Q1 | 3.5402477 |
| median | 5.320534 |
| Q3 | 7.6016949 |
| 95-th percentile | 9.5745308 |
| Maximum | 9.9298162 |
| Range | 8.9163297 |
| Interquartile range (IQR) | 4.0614472 |
Descriptive statistics
| Standard deviation | 2.6513755 |
|---|---|
| Coefficient of variation (CV) | 0.47788469 |
| Kurtosis | -1.1835666 |
| Mean | 5.5481491 |
| Median Absolute Deviation (MAD) | 2.231315 |
| Skewness | -0.053738287 |
| Sum | 554.81491 |
| Variance | 7.0297922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.956572139 | 1 | 1.0% |
| 9.716574771 | 1 | 1.0% |
| 8.054479262 | 1 | 1.0% |
| 1.729568564 | 1 | 1.0% |
| 3.890547916 | 1 | 1.0% |
| 4.444098864 | 1 | 1.0% |
| 3.880763303 | 1 | 1.0% |
| 2.348338784 | 1 | 1.0% |
| 3.404733857 | 1 | 1.0% |
| 7.166645291 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.013486566 | 1 | |
| 1.019487571 | 1 | |
| 1.194251865 | 1 | |
| 1.311023756 | 1 | |
| 1.32527401 | 1 | |
| 1.409801095 | 1 | |
| 1.45430531 | 1 | |
| 1.512936837 | 1 | |
| 1.532655274 | 1 | |
| 1.729568564 | 1 |
| Value | Count | Frequency (%) |
| 9.929816245 | 1 | |
| 9.898140508 | 1 | |
| 9.741291689 | 1 | |
| 9.716574771 | 1 | |
| 9.70528679 | 1 | |
| 9.567648921 | 1 | |
| 9.537283061 | 1 | |
| 9.235931437 | 1 | |
| 9.228190317 | 1 | |
| 9.160558535 | 1 |
Supplier name
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.9 KiB |
| Supplier 1 | |
|---|---|
| Supplier 2 | |
| Supplier 5 | |
| Supplier 4 | |
| Supplier 3 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Supplier 3 |
|---|---|
| 2nd row | Supplier 3 |
| 3rd row | Supplier 1 |
| 4th row | Supplier 5 |
| 5th row | Supplier 1 |
Common Values
| Value | Count | Frequency (%) |
| Supplier 1 | 27 | |
| Supplier 2 | 22 | |
| Supplier 5 | 18 | |
| Supplier 4 | 18 | |
| Supplier 3 | 15 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| supplier | 100 | |
| 1 | 27 | 13.5% |
| 2 | 22 | 11.0% |
| 5 | 18 | 9.0% |
| 4 | 18 | 9.0% |
| 3 | 15 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 200 | |
| S | 100 | |
| u | 100 | |
| l | 100 | |
| i | 100 | |
| e | 100 | |
| r | 100 | |
| 100 | ||
| 1 | 27 | 2.7% |
| 2 | 22 | 2.2% |
| Other values (3) | 51 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 200 | |
| S | 100 | |
| u | 100 | |
| l | 100 | |
| i | 100 | |
| e | 100 | |
| r | 100 | |
| 100 | ||
| 1 | 27 | 2.7% |
| 2 | 22 | 2.2% |
| Other values (3) | 51 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 200 | |
| S | 100 | |
| u | 100 | |
| l | 100 | |
| i | 100 | |
| e | 100 | |
| r | 100 | |
| 100 | ||
| 1 | 27 | 2.7% |
| 2 | 22 | 2.2% |
| Other values (3) | 51 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 200 | |
| S | 100 | |
| u | 100 | |
| l | 100 | |
| i | 100 | |
| e | 100 | |
| r | 100 | |
| 100 | ||
| 1 | 27 | 2.7% |
| 2 | 22 | 2.2% |
| Other values (3) | 51 | 5.1% |
Location
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 KiB |
| Kolkata | |
|---|---|
| Mumbai | |
| Chennai | |
| Bangalore | |
| Delhi |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.84 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mumbai |
|---|---|
| 2nd row | Mumbai |
| 3rd row | Mumbai |
| 4th row | Kolkata |
| 5th row | Delhi |
Common Values
| Value | Count | Frequency (%) |
| Kolkata | 25 | |
| Mumbai | 22 | |
| Chennai | 20 | |
| Bangalore | 18 | |
| Delhi | 15 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| kolkata | 25 | |
| mumbai | 22 | |
| chennai | 20 | |
| bangalore | 18 | |
| delhi | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 128 | |
| n | 58 | 8.5% |
| l | 58 | 8.5% |
| i | 57 | 8.3% |
| e | 53 | 7.7% |
| o | 43 | 6.3% |
| h | 35 | 5.1% |
| K | 25 | 3.7% |
| t | 25 | 3.7% |
| k | 25 | 3.7% |
| Other values (9) | 177 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 684 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 128 | |
| n | 58 | 8.5% |
| l | 58 | 8.5% |
| i | 57 | 8.3% |
| e | 53 | 7.7% |
| o | 43 | 6.3% |
| h | 35 | 5.1% |
| K | 25 | 3.7% |
| t | 25 | 3.7% |
| k | 25 | 3.7% |
| Other values (9) | 177 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 684 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 128 | |
| n | 58 | 8.5% |
| l | 58 | 8.5% |
| i | 57 | 8.3% |
| e | 53 | 7.7% |
| o | 43 | 6.3% |
| h | 35 | 5.1% |
| K | 25 | 3.7% |
| t | 25 | 3.7% |
| k | 25 | 3.7% |
| Other values (9) | 177 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 684 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 128 | |
| n | 58 | 8.5% |
| l | 58 | 8.5% |
| i | 57 | 8.3% |
| e | 53 | 7.7% |
| o | 43 | 6.3% |
| h | 35 | 5.1% |
| K | 25 | 3.7% |
| t | 25 | 3.7% |
| k | 25 | 3.7% |
| Other values (9) | 177 |
Lead time
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.08 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 18 |
| Q3 | 25 |
| 95-th percentile | 29 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8462513 |
|---|---|
| Coefficient of variation (CV) | 0.5179304 |
| Kurtosis | -1.1745173 |
| Mean | 17.08 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | -0.32620585 |
| Sum | 1708 |
| Variance | 78.256162 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 18 | 9 | 9.0% |
| 25 | 6 | 6.0% |
| 28 | 6 | 6.0% |
| 10 | 6 | 6.0% |
| 24 | 6 | 6.0% |
| 29 | 5 | 5.0% |
| 26 | 5 | 5.0% |
| 21 | 4 | 4.0% |
| 13 | 4 | 4.0% |
| 1 | 4 | 4.0% |
| Other values (19) | 45 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 2 | 2 | 2.0% |
| 3 | 3 | |
| 4 | 4 | |
| 5 | 3 | |
| 6 | 1 | 1.0% |
| 7 | 2 | 2.0% |
| 8 | 2 | 2.0% |
| 9 | 2 | 2.0% |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 30 | 2 | 2.0% |
| 29 | 5 | |
| 28 | 6 | |
| 27 | 3 | |
| 26 | 5 | |
| 25 | 6 | |
| 24 | 6 | |
| 23 | 3 | |
| 22 | 3 | |
| 21 | 4 |
Production volumes
Real number (ℝ)
| Distinct | 96 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 567.84 |
| Minimum | 104 |
|---|---|
| Maximum | 985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 104 |
|---|---|
| 5-th percentile | 172.9 |
| Q1 | 352 |
| median | 568.5 |
| Q3 | 797 |
| 95-th percentile | 953.1 |
| Maximum | 985 |
| Range | 881 |
| Interquartile range (IQR) | 445 |
Descriptive statistics
| Standard deviation | 263.04686 |
|---|---|
| Coefficient of variation (CV) | 0.46324116 |
| Kurtosis | -1.2932782 |
| Mean | 567.84 |
| Median Absolute Deviation (MAD) | 230 |
| Skewness | -0.076547131 |
| Sum | 56784 |
| Variance | 69193.651 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 171 | 2 | 2.0% |
| 791 | 2 | 2.0% |
| 867 | 2 | 2.0% |
| 671 | 2 | 2.0% |
| 414 | 1 | 1.0% |
| 104 | 1 | 1.0% |
| 215 | 1 | 1.0% |
| 517 | 1 | 1.0% |
| 769 | 1 | 1.0% |
| 963 | 1 | 1.0% |
| Other values (86) | 86 |
| Value | Count | Frequency (%) |
| 104 | 1 | |
| 109 | 1 | |
| 152 | 1 | |
| 171 | 2 | |
| 173 | 1 | |
| 176 | 1 | |
| 177 | 1 | |
| 179 | 1 | |
| 198 | 1 | |
| 202 | 1 |
| Value | Count | Frequency (%) |
| 985 | 1 | |
| 971 | 1 | |
| 964 | 1 | |
| 963 | 1 | |
| 955 | 1 | |
| 953 | 1 | |
| 937 | 1 | |
| 934 | 1 | |
| 929 | 1 | |
| 921 | 1 |
Manufacturing lead time
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.77 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 14 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.9124303 |
|---|---|
| Coefficient of variation (CV) | 0.60341437 |
| Kurtosis | -1.2944597 |
| Mean | 14.77 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 0.18499721 |
| Sum | 1477 |
| Variance | 79.431414 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 7 | 8 | 8.0% |
| 28 | 7 | 7.0% |
| 11 | 6 | 6.0% |
| 5 | 5 | 5.0% |
| 23 | 5 | 5.0% |
| 18 | 5 | 5.0% |
| 4 | 5 | 5.0% |
| 10 | 4 | 4.0% |
| 17 | 4 | 4.0% |
| 29 | 4 | 4.0% |
| Other values (20) | 47 |
| Value | Count | Frequency (%) |
| 1 | 3 | 3.0% |
| 2 | 3 | 3.0% |
| 3 | 3 | 3.0% |
| 4 | 5 | |
| 5 | 5 | |
| 6 | 3 | 3.0% |
| 7 | 8 | |
| 8 | 3 | 3.0% |
| 9 | 2 | 2.0% |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 30 | 2 | 2.0% |
| 29 | 4 | |
| 28 | 7 | |
| 27 | 2 | 2.0% |
| 26 | 2 | 2.0% |
| 25 | 2 | 2.0% |
| 24 | 3 | |
| 23 | 5 | |
| 22 | 1 | 1.0% |
| 21 | 4 |
Manufacturing costs
Real number (ℝ)
Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.266693 |
| Minimum | 1.0850686 |
|---|---|
| Maximum | 99.466109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1.0850686 |
|---|---|
| 5-th percentile | 5.7820993 |
| Q1 | 22.983299 |
| median | 45.905622 |
| Q3 | 68.621026 |
| 95-th percentile | 97.113967 |
| Maximum | 99.466109 |
| Range | 98.38104 |
| Interquartile range (IQR) | 45.637726 |
Descriptive statistics
| Standard deviation | 28.982841 |
|---|---|
| Coefficient of variation (CV) | 0.61317683 |
| Kurtosis | -1.0923693 |
| Mean | 47.266693 |
| Median Absolute Deviation (MAD) | 23.065387 |
| Skewness | 0.19149769 |
| Sum | 4726.6693 |
| Variance | 840.00509 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46.27987924 | 1 | 1.0% |
| 33.61676895 | 1 | 1.0% |
| 30.68801935 | 1 | 1.0% |
| 35.6247414 | 1 | 1.0% |
| 92.0651606 | 1 | 1.0% |
| 56.76647556 | 1 | 1.0% |
| 1.08506857 | 1 | 1.0% |
| 99.4661086 | 1 | 1.0% |
| 11.42302714 | 1 | 1.0% |
| 47.95760163 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 1.08506857 | 1 | |
| 1.597222743 | 1 | |
| 1.900762244 | 1 | |
| 4.465278435 | 1 | |
| 5.604690864 | 1 | |
| 5.79143663 | 1 | |
| 5.930693646 | 1 | |
| 7.057876147 | 1 | |
| 8.693042426 | 1 | |
| 9.005807429 | 1 |
| Value | Count | Frequency (%) |
| 99.4661086 | 1 | |
| 98.60995724 | 1 | |
| 97.82905011 | 1 | |
| 97.7305938 | 1 | |
| 97.12128175 | 1 | |
| 97.11358156 | 1 | |
| 96.52735279 | 1 | |
| 96.42282064 | 1 | |
| 95.33206455 | 1 | |
| 92.0651606 | 1 |
Inspection results
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Pending | |
|---|---|
| Fail | |
| Pass |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 5.23 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pending |
|---|---|
| 2nd row | Pending |
| 3rd row | Pending |
| 4th row | Fail |
| 5th row | Fail |
Common Values
| Value | Count | Frequency (%) |
| Pending | 41 | |
| Fail | 36 | |
| Pass | 23 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pending | 41 | |
| fail | 36 | |
| pass | 23 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 82 | |
| i | 77 | |
| P | 64 | |
| a | 59 | |
| s | 46 | |
| e | 41 | |
| g | 41 | |
| d | 41 | |
| F | 36 | |
| l | 36 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 523 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 82 | |
| i | 77 | |
| P | 64 | |
| a | 59 | |
| s | 46 | |
| e | 41 | |
| g | 41 | |
| d | 41 | |
| F | 36 | |
| l | 36 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 523 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 82 | |
| i | 77 | |
| P | 64 | |
| a | 59 | |
| s | 46 | |
| e | 41 | |
| g | 41 | |
| d | 41 | |
| F | 36 | |
| l | 36 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 523 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 82 | |
| i | 77 | |
| P | 64 | |
| a | 59 | |
| s | 46 | |
| e | 41 | |
| g | 41 | |
| d | 41 | |
| F | 36 | |
| l | 36 |
Defect rates
Real number (ℝ)
| Distinct | 80 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.041128127 |
| Minimum | 0.010009106 |
|---|---|
| Maximum | 0.087812755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 0.010009106 |
|---|---|
| 5-th percentile | 0.013361461 |
| Q1 | 0.021074243 |
| median | 0.032979212 |
| Q3 | 0.047769647 |
| 95-th percentile | 0.087812755 |
| Maximum | 0.087812755 |
| Range | 0.077803649 |
| Interquartile range (IQR) | 0.026695405 |
Descriptive statistics
| Standard deviation | 0.026224908 |
|---|---|
| Coefficient of variation (CV) | 0.63763925 |
| Kurtosis | -0.54598465 |
| Mean | 0.041128127 |
| Median Absolute Deviation (MAD) | 0.012985624 |
| Skewness | 0.93246059 |
| Sum | 4.1128127 |
| Variance | 0.00068774581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.08781275487 | 21 | 21.0% |
| 0.04854068026 | 1 | 1.0% |
| 0.04580592619 | 1 | 1.0% |
| 0.04746648621 | 1 | 1.0% |
| 0.03145579523 | 1 | 1.0% |
| 0.02779193512 | 1 | 1.0% |
| 0.01000910619 | 1 | 1.0% |
| 0.02709862691 | 1 | 1.0% |
| 0.03844614479 | 1 | 1.0% |
| 0.01727313928 | 1 | 1.0% |
| Other values (70) | 70 |
| Value | Count | Frequency (%) |
| 0.01000910619 | 1 | |
| 0.01012563089 | 1 | |
| 0.01173755495 | 1 | |
| 0.0121088213 | 1 | |
| 0.01219382224 | 1 | |
| 0.01342291563 | 1 | |
| 0.01362387989 | 1 | |
| 0.01374429 | 1 | |
| 0.01410347576 | 1 | |
| 0.01451972204 | 1 |
| Value | Count | Frequency (%) |
| 0.08781275487 | 21 | |
| 0.04939255289 | 1 | 1.0% |
| 0.04911095955 | 1 | 1.0% |
| 0.04854068026 | 1 | 1.0% |
| 0.04843456577 | 1 | 1.0% |
| 0.04754800805 | 1 | 1.0% |
| 0.04746648621 | 1 | 1.0% |
| 0.04620546065 | 1 | 1.0% |
| 0.04580592619 | 1 | 1.0% |
| 0.04548919659 | 1 | 1.0% |
Transportation modes
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.3 KiB |
| Road | |
|---|---|
| Rail | |
| Air | |
| Sea |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.57 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Road |
|---|---|
| 2nd row | Road |
| 3rd row | Air |
| 4th row | Rail |
| 5th row | Air |
Common Values
| Value | Count | Frequency (%) |
| Road | 29 | |
| Rail | 28 | |
| Air | 26 | |
| Sea | 17 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| road | 29 | |
| rail | 28 | |
| air | 26 | |
| sea | 17 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 74 | |
| R | 57 | |
| i | 54 | |
| o | 29 | 8.1% |
| d | 29 | 8.1% |
| l | 28 | 7.8% |
| A | 26 | 7.3% |
| r | 26 | 7.3% |
| S | 17 | 4.8% |
| e | 17 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 357 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 74 | |
| R | 57 | |
| i | 54 | |
| o | 29 | 8.1% |
| d | 29 | 8.1% |
| l | 28 | 7.8% |
| A | 26 | 7.3% |
| r | 26 | 7.3% |
| S | 17 | 4.8% |
| e | 17 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 357 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 74 | |
| R | 57 | |
| i | 54 | |
| o | 29 | 8.1% |
| d | 29 | 8.1% |
| l | 28 | 7.8% |
| A | 26 | 7.3% |
| r | 26 | 7.3% |
| S | 17 | 4.8% |
| e | 17 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 357 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 74 | |
| R | 57 | |
| i | 54 | |
| o | 29 | 8.1% |
| d | 29 | 8.1% |
| l | 28 | 7.8% |
| A | 26 | 7.3% |
| r | 26 | 7.3% |
| S | 17 | 4.8% |
| e | 17 | 4.8% |
Routes
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 KiB |
| Route A | |
|---|---|
| Route B | |
| Route C |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Route B |
|---|---|
| 2nd row | Route B |
| 3rd row | Route C |
| 4th row | Route A |
| 5th row | Route A |
Common Values
| Value | Count | Frequency (%) |
| Route A | 43 | |
| Route B | 37 | |
| Route C | 20 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| route | 100 | |
| a | 43 | |
| b | 37 | 18.5% |
| c | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 100 | |
| o | 100 | |
| u | 100 | |
| t | 100 | |
| e | 100 | |
| 100 | ||
| A | 43 | |
| B | 37 | 5.3% |
| C | 20 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 100 | |
| o | 100 | |
| u | 100 | |
| t | 100 | |
| e | 100 | |
| 100 | ||
| A | 43 | |
| B | 37 | 5.3% |
| C | 20 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 100 | |
| o | 100 | |
| u | 100 | |
| t | 100 | |
| e | 100 | |
| 100 | ||
| A | 43 | |
| B | 37 | 5.3% |
| C | 20 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 700 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 100 | |
| o | 100 | |
| u | 100 | |
| t | 100 | |
| e | 100 | |
| 100 | ||
| A | 43 | |
| B | 37 | 5.3% |
| C | 20 | 2.9% |
Costs
Real number (ℝ)
Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 529.24578 |
| Minimum | 103.91625 |
|---|---|
| Maximum | 997.41345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 103.91625 |
|---|---|
| 5-th percentile | 134.04373 |
| Q1 | 318.77846 |
| median | 520.43044 |
| Q3 | 763.07823 |
| 95-th percentile | 923.73036 |
| Maximum | 997.41345 |
| Range | 893.4972 |
| Interquartile range (IQR) | 444.29978 |
Descriptive statistics
| Standard deviation | 258.3017 |
|---|---|
| Coefficient of variation (CV) | 0.48805622 |
| Kurtosis | -1.1693231 |
| Mean | 529.24578 |
| Median Absolute Deviation (MAD) | 239.5189 |
| Skewness | 0.040144408 |
| Sum | 52924.578 |
| Variance | 66719.766 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 187.7520755 | 1 | 1.0% |
| 503.0655791 | 1 | 1.0% |
| 141.9202818 | 1 | 1.0% |
| 254.7761592 | 1 | 1.0% |
| 923.4406317 | 1 | 1.0% |
| 235.4612367 | 1 | 1.0% |
| 134.3690969 | 1 | 1.0% |
| 802.0563118 | 1 | 1.0% |
| 505.5571342 | 1 | 1.0% |
| 995.9294615 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 103.916248 | 1 | |
| 110.3643352 | 1 | |
| 123.4370275 | 1 | |
| 126.7230334 | 1 | |
| 127.8618 | 1 | |
| 134.3690969 | 1 | |
| 141.9202818 | 1 | |
| 164.3665282 | 1 | |
| 169.2718014 | 1 | |
| 183.2728987 | 1 |
| Value | Count | Frequency (%) |
| 997.4134501 | 1 | |
| 996.778315 | 1 | |
| 995.9294615 | 1 | |
| 990.0784725 | 1 | |
| 929.23529 | 1 | |
| 923.4406317 | 1 | |
| 882.1988635 | 1 | |
| 880.0809882 | 1 | |
| 879.3592177 | 1 | |
| 873.129648 | 1 |
Expected revenue
Real number (ℝ)
High correlation Unique
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22855.5 |
| Minimum | 90.557466 |
|---|---|
| Maximum | 87098.044 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 90.557466 |
|---|---|
| 5-th percentile | 865.77599 |
| Q1 | 5489.6645 |
| median | 13134.49 |
| Q3 | 37071.66 |
| 95-th percentile | 63355.905 |
| Maximum | 87098.044 |
| Range | 87007.486 |
| Interquartile range (IQR) | 31581.995 |
Descriptive statistics
| Standard deviation | 22846.027 |
|---|---|
| Coefficient of variation (CV) | 0.99958556 |
| Kurtosis | 0.31085489 |
| Mean | 22855.5 |
| Median Absolute Deviation (MAD) | 10132.709 |
| Skewness | 1.1251184 |
| Sum | 2285550 |
| Variance | 5.2194096 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 55986.02044 | 1 | 1.0% |
| 10924.83313 | 1 | 1.0% |
| 90.55746634 | 1 | 1.0% |
| 5076.55747 | 1 | 1.0% |
| 4185.587048 | 1 | 1.0% |
| 249.896474 | 1 | 1.0% |
| 265.0916361 | 1 | 1.0% |
| 18300.27175 | 1 | 1.0% |
| 10307.63951 | 1 | 1.0% |
| 62735.41828 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 90.55746634 | 1 | |
| 218.6188981 | 1 | |
| 249.896474 | 1 | |
| 265.0916361 | 1 | |
| 810.8193128 | 1 | |
| 868.6684471 | 1 | |
| 944.526234 | 1 | |
| 1533.265338 | 1 | |
| 1690.817404 | 1 | |
| 1924.07486 | 1 |
| Value | Count | Frequency (%) |
| 87098.04365 | 1 | |
| 87010.04158 | 1 | |
| 80386.10032 | 1 | |
| 79463.8936 | 1 | |
| 75145.14875 | 1 | |
| 62735.41828 | 1 | |
| 61862.96003 | 1 | |
| 56894.56036 | 1 | |
| 56362.06616 | 1 | |
| 55986.02044 | 1 |
Revenue diff
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.2 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 200 | |
| . | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 200 | |
| . | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 200 | |
| . | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 200 | |
| . | 100 |
stock_violation
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.0 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 1 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 1 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 1 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 1 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 99 | |
| 1 | 1 | 1.0% |
Stock levels (adj)
Real number (ℝ)
High correlation
| Distinct | 65 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.4 |
| Minimum | 1 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 932.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 17.75 |
| median | 48 |
| Q3 | 73.75 |
| 95-th percentile | 97.05 |
| Maximum | 163 |
| Range | 162 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 33.051842 |
|---|---|
| Coefficient of variation (CV) | 0.66906562 |
| Kurtosis | -0.14462941 |
| Mean | 49.4 |
| Median Absolute Deviation (MAD) | 28.5 |
| Skewness | 0.40364634 |
| Sum | 4940 |
| Variance | 1092.4242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 5 | 5.0% |
| 90 | 4 | 4.0% |
| 48 | 3 | 3.0% |
| 100 | 3 | 3.0% |
| 10 | 3 | 3.0% |
| 4 | 3 | 3.0% |
| 31 | 2 | 2.0% |
| 93 | 2 | 2.0% |
| 1 | 2 | 2.0% |
| 54 | 2 | 2.0% |
| Other values (55) | 71 |
| Value | Count | Frequency (%) |
| 1 | 2 | 2.0% |
| 2 | 1 | 1.0% |
| 4 | 3 | |
| 5 | 5 | |
| 6 | 1 | 1.0% |
| 9 | 1 | 1.0% |
| 10 | 3 | |
| 11 | 1 | 1.0% |
| 12 | 1 | 1.0% |
| 13 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 163 | 1 | 1.0% |
| 100 | 3 | |
| 98 | 1 | 1.0% |
| 97 | 2 | |
| 96 | 2 | |
| 95 | 1 | 1.0% |
| 93 | 2 | |
| 92 | 1 | 1.0% |
| 90 | 4 | |
| 89 | 1 | 1.0% |
Interactions
Correlations
| Availability | Costs | Customer demographics | Defect rates | Expected revenue | Inspection results | Lead time | Lead times | Location | Manufacturing costs | Manufacturing lead time | Number of products sold | Order quantities | Price | Product type | Production volumes | Revenue generated | Routes | Shipping carriers | Shipping costs | Shipping times | Stock levels | Stock levels (adj) | Supplier name | Transportation modes | stock_violation | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Availability | 1.000 | -0.042 | 0.115 | 0.009 | 0.074 | 0.158 | -0.186 | 0.169 | 0.000 | 0.142 | 0.077 | 0.068 | 0.128 | 0.000 | 0.000 | 0.071 | 0.074 | 0.149 | 0.171 | -0.056 | -0.039 | -0.057 | -0.065 | 0.176 | 0.000 | 0.000 |
| Costs | -0.042 | 1.000 | 0.081 | -0.101 | -0.017 | 0.000 | 0.049 | 0.246 | 0.091 | -0.025 | -0.094 | -0.035 | 0.153 | 0.096 | 0.000 | -0.078 | -0.016 | 0.117 | 0.223 | 0.041 | -0.023 | -0.023 | -0.038 | 0.000 | 0.246 | 0.000 |
| Customer demographics | 0.115 | 0.081 | 1.000 | 0.000 | 0.113 | 0.140 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.202 | 0.000 | 0.189 | 0.000 | 0.113 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 0.000 | 0.030 | 0.000 | 0.060 |
| Defect rates | 0.009 | -0.101 | 0.000 | 1.000 | 0.242 | 0.140 | 0.007 | 0.252 | 0.000 | -0.092 | -0.028 | 0.160 | 0.095 | 0.134 | 0.082 | -0.009 | 0.242 | 0.019 | 0.161 | 0.016 | 0.103 | -0.006 | -0.023 | 0.142 | 0.103 | 0.000 |
| Expected revenue | 0.074 | -0.017 | 0.113 | 0.242 | 1.000 | 0.000 | 0.154 | 0.041 | 0.000 | -0.137 | -0.222 | 0.631 | 0.106 | 0.710 | 0.227 | 0.028 | 1.000 | 0.210 | 0.000 | 0.016 | 0.102 | 0.125 | 0.110 | 0.000 | 0.000 | 0.000 |
| Inspection results | 0.158 | 0.000 | 0.140 | 0.140 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.257 | 0.187 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.158 | 0.000 | 0.000 | 0.000 | 0.000 | 0.279 | 0.000 | 0.000 |
| Lead time | -0.186 | 0.049 | 0.000 | 0.007 | 0.154 | 0.000 | 1.000 | 0.005 | 0.000 | -0.124 | 0.015 | 0.046 | -0.086 | 0.155 | 0.161 | 0.188 | 0.154 | 0.000 | 0.104 | 0.008 | -0.052 | 0.053 | 0.026 | 0.000 | 0.036 | 0.106 |
| Lead times | 0.169 | 0.246 | 0.000 | 0.252 | 0.041 | 0.000 | 0.005 | 1.000 | 0.090 | -0.020 | -0.011 | -0.031 | 0.119 | 0.038 | 0.114 | -0.137 | 0.043 | 0.241 | 0.054 | -0.118 | -0.028 | 0.079 | 0.063 | 0.000 | 0.036 | 0.000 |
| Location | 0.000 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.090 | 1.000 | 0.175 | 0.000 | 0.193 | 0.034 | 0.125 | 0.000 | 0.088 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.000 | 0.000 | 0.000 | 0.063 | 0.075 |
| Manufacturing costs | 0.142 | -0.025 | 0.000 | -0.092 | -0.137 | 0.000 | -0.124 | -0.020 | 0.175 | 1.000 | -0.137 | 0.035 | -0.035 | -0.187 | 0.248 | 0.079 | -0.137 | 0.000 | 0.000 | 0.019 | 0.037 | 0.054 | 0.079 | 0.164 | 0.000 | 0.000 |
| Manufacturing lead time | 0.077 | -0.094 | 0.000 | -0.028 | -0.222 | 0.257 | 0.015 | -0.011 | 0.000 | -0.137 | 1.000 | -0.077 | 0.104 | -0.291 | 0.081 | 0.195 | -0.222 | 0.000 | 0.000 | -0.007 | 0.020 | -0.057 | -0.049 | 0.000 | 0.000 | 0.000 |
| Number of products sold | 0.068 | -0.035 | 0.147 | 0.160 | 0.631 | 0.187 | 0.046 | -0.031 | 0.193 | 0.035 | -0.077 | 1.000 | 0.027 | 0.007 | 0.161 | 0.167 | 0.630 | 0.000 | 0.000 | 0.050 | 0.090 | 0.041 | 0.023 | 0.175 | 0.000 | 0.000 |
| Order quantities | 0.128 | 0.153 | 0.202 | 0.095 | 0.106 | 0.000 | -0.086 | 0.119 | 0.034 | -0.035 | 0.104 | 0.027 | 1.000 | 0.102 | 0.137 | -0.064 | 0.106 | 0.086 | 0.000 | -0.004 | 0.003 | -0.087 | -0.081 | 0.038 | 0.000 | 0.000 |
| Price | 0.000 | 0.096 | 0.000 | 0.134 | 0.710 | 0.000 | 0.155 | 0.038 | 0.125 | -0.187 | -0.291 | 0.007 | 0.102 | 1.000 | 0.260 | -0.117 | 0.711 | 0.089 | 0.000 | 0.045 | 0.075 | 0.089 | 0.083 | 0.000 | 0.108 | 0.160 |
| Product type | 0.000 | 0.000 | 0.189 | 0.082 | 0.227 | 0.000 | 0.161 | 0.114 | 0.000 | 0.248 | 0.081 | 0.161 | 0.137 | 0.260 | 1.000 | 0.000 | 0.227 | 0.000 | 0.107 | 0.155 | 0.000 | 0.094 | 0.000 | 0.199 | 0.000 | 0.000 |
| Production volumes | 0.071 | -0.078 | 0.000 | -0.009 | 0.028 | 0.000 | 0.188 | -0.137 | 0.088 | 0.079 | 0.195 | 0.167 | -0.064 | -0.117 | 0.000 | 1.000 | 0.027 | 0.138 | 0.000 | -0.096 | -0.064 | 0.018 | 0.005 | 0.155 | 0.000 | 0.000 |
| Revenue generated | 0.074 | -0.016 | 0.113 | 0.242 | 1.000 | 0.000 | 0.154 | 0.043 | 0.000 | -0.137 | -0.222 | 0.630 | 0.106 | 0.711 | 0.227 | 0.027 | 1.000 | 0.210 | 0.000 | 0.015 | 0.102 | 0.125 | 0.111 | 0.000 | 0.000 | 0.000 |
| Routes | 0.149 | 0.117 | 0.000 | 0.019 | 0.210 | 0.000 | 0.000 | 0.241 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.089 | 0.000 | 0.138 | 0.210 | 1.000 | 0.000 | 0.000 | 0.081 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Shipping carriers | 0.171 | 0.223 | 0.000 | 0.161 | 0.000 | 0.158 | 0.104 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.107 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.142 | 0.202 | 0.000 | 0.000 | 0.145 | 0.000 |
| Shipping costs | -0.056 | 0.041 | 0.000 | 0.016 | 0.016 | 0.000 | 0.008 | -0.118 | 0.061 | 0.019 | -0.007 | 0.050 | -0.004 | 0.045 | 0.155 | -0.096 | 0.015 | 0.000 | 0.000 | 1.000 | 0.062 | 0.053 | 0.025 | 0.000 | 0.000 | 0.000 |
| Shipping times | -0.039 | -0.023 | 0.000 | 0.103 | 0.102 | 0.000 | -0.052 | -0.028 | 0.000 | 0.037 | 0.020 | 0.090 | 0.003 | 0.075 | 0.000 | -0.064 | 0.102 | 0.081 | 0.142 | 0.062 | 1.000 | -0.102 | -0.086 | 0.000 | 0.157 | 0.000 |
| Stock levels | -0.057 | -0.023 | 0.090 | -0.006 | 0.125 | 0.000 | 0.053 | 0.079 | 0.000 | 0.054 | -0.057 | 0.041 | -0.087 | 0.089 | 0.094 | 0.018 | 0.125 | 0.000 | 0.202 | 0.053 | -0.102 | 1.000 | 0.986 | 0.000 | 0.000 | 0.000 |
| Stock levels (adj) | -0.065 | -0.038 | 0.000 | -0.023 | 0.110 | 0.000 | 0.026 | 0.063 | 0.000 | 0.079 | -0.049 | 0.023 | -0.081 | 0.083 | 0.000 | 0.005 | 0.111 | 0.000 | 0.000 | 0.025 | -0.086 | 0.986 | 1.000 | 0.000 | 0.000 | 0.969 |
| Supplier name | 0.176 | 0.000 | 0.030 | 0.142 | 0.000 | 0.279 | 0.000 | 0.000 | 0.000 | 0.164 | 0.000 | 0.175 | 0.038 | 0.000 | 0.199 | 0.155 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.205 | 0.000 |
| Transportation modes | 0.000 | 0.246 | 0.000 | 0.103 | 0.000 | 0.000 | 0.036 | 0.036 | 0.063 | 0.000 | 0.000 | 0.000 | 0.000 | 0.108 | 0.000 | 0.000 | 0.000 | 0.000 | 0.145 | 0.000 | 0.157 | 0.000 | 0.000 | 0.205 | 1.000 | 0.000 |
| stock_violation | 0.000 | 0.000 | 0.060 | 0.000 | 0.000 | 0.000 | 0.106 | 0.000 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 0.160 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.969 | 0.000 | 0.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Product type | SKU | Price | Availability | Number of products sold | Revenue generated | Customer demographics | Stock levels | Lead times | Order quantities | Shipping times | Shipping carriers | Shipping costs | Supplier name | Location | Lead time | Production volumes | Manufacturing lead time | Manufacturing costs | Inspection results | Defect rates | Transportation modes | Routes | Costs | Expected revenue | Revenue diff | stock_violation | Stock levels (adj) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | haircare | SKU0 | 69.808006 | 55 | 802 | 55986.020445 | Non-binary | 58.0 | 7 | 96 | 4 | Carrier B | 2.956572 | Supplier 3 | Mumbai | 29 | 215 | 29 | 46.279879 | Pending | 0.087813 | Road | Route B | 187.752075 | 55986.020445 | 0.0 | 0 | 58 |
| 1 | skincare | SKU1 | 14.843523 | 95 | 736 | 10924.833130 | Female | 53.0 | 30 | 37 | 2 | Carrier A | 9.716575 | Supplier 3 | Mumbai | 23 | 517 | 30 | 33.616769 | Pending | 0.048541 | Road | Route B | 503.065579 | 10924.833130 | 0.0 | 0 | 53 |
| 2 | haircare | SKU2 | 11.319683 | 34 | 8 | 90.557466 | Unknown | 1.0 | 10 | 88 | 2 | Carrier B | 8.054479 | Supplier 1 | Mumbai | 12 | 971 | 27 | 30.688019 | Pending | 0.045806 | Air | Route C | 141.920282 | 90.557466 | 0.0 | 0 | 1 |
| 3 | skincare | SKU3 | 61.163343 | 68 | 83 | 5076.557470 | Non-binary | 23.0 | 13 | 59 | 6 | Carrier C | 1.729569 | Supplier 5 | Kolkata | 24 | 937 | 18 | 35.624741 | Fail | 0.047466 | Rail | Route A | 254.776159 | 5076.557470 | 0.0 | 0 | 23 |
| 4 | skincare | SKU4 | 4.805496 | 26 | 871 | 4185.587048 | Non-binary | 5.0 | 3 | 56 | 8 | Carrier A | 3.890548 | Supplier 1 | Delhi | 5 | 414 | 3 | 92.065161 | Fail | 0.031456 | Air | Route A | 923.440632 | 4185.587048 | 0.0 | 0 | 5 |
| 5 | haircare | SKU5 | 1.699976 | 87 | 147 | 249.896474 | Non-binary | 90.0 | 27 | 66 | 3 | Carrier B | 4.444099 | Supplier 4 | Bangalore | 10 | 104 | 17 | 56.766476 | Fail | 0.027792 | Road | Route A | 235.461237 | 249.896474 | 0.0 | 0 | 90 |
| 6 | skincare | SKU6 | 4.078333 | 48 | 65 | 265.091636 | Male | 11.0 | 15 | 58 | 8 | Carrier C | 3.880763 | Supplier 3 | Kolkata | 14 | 314 | 24 | 1.085069 | Pending | 0.010009 | Sea | Route A | 134.369097 | 265.091636 | 0.0 | 0 | 11 |
| 7 | cosmetics | SKU7 | 42.958384 | 59 | 426 | 18300.271747 | Female | 93.0 | 17 | 11 | 1 | Carrier B | 2.348339 | Supplier 4 | Bangalore | 22 | 564 | 1 | 99.466109 | Fail | 0.087813 | Road | Route C | 802.056312 | 18300.271747 | 0.0 | 0 | 93 |
| 8 | cosmetics | SKU8 | 68.717597 | 78 | 150 | 10307.639512 | Female | 5.0 | 10 | 15 | 7 | Carrier C | 3.404734 | Supplier 4 | Mumbai | 13 | 769 | 8 | 11.423027 | Pending | 0.027099 | Sea | Route B | 505.557134 | 10307.639512 | 0.0 | 0 | 5 |
| 9 | skincare | SKU9 | 64.015733 | 35 | 980 | 62735.418282 | Unknown | 14.0 | 27 | 83 | 1 | Carrier A | 7.166645 | Supplier 2 | Chennai | 29 | 963 | 23 | 47.957602 | Pending | 0.038446 | Rail | Route B | 995.929461 | 62735.418282 | 0.0 | 0 | 14 |
| Product type | SKU | Price | Availability | Number of products sold | Revenue generated | Customer demographics | Stock levels | Lead times | Order quantities | Shipping times | Shipping carriers | Shipping costs | Supplier name | Location | Lead time | Production volumes | Manufacturing lead time | Manufacturing costs | Inspection results | Defect rates | Transportation modes | Routes | Costs | Expected revenue | Revenue diff | stock_violation | Stock levels (adj) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | skincare | SKU90 | 13.881914 | 56 | 320 | 4442.212320 | Non-binary | 66.0 | 18 | 96 | 7 | Carrier B | 7.674431 | Supplier 3 | Bangalore | 8 | 585 | 8 | 85.675963 | Pass | 0.012194 | Rail | Route B | 990.078473 | 4442.212320 | 0.0 | 0 | 66 |
| 91 | cosmetics | SKU91 | 62.111965 | 90 | 916 | 56894.560365 | Male | 98.0 | 22 | 85 | 7 | Carrier B | 7.471514 | Supplier 4 | Delhi | 5 | 207 | 28 | 39.772883 | Pending | 0.087813 | Rail | Route B | 996.778315 | 56894.560365 | 0.0 | 0 | 98 |
| 92 | cosmetics | SKU92 | 47.714233 | 44 | 276 | 13169.128329 | Male | 90.0 | 25 | 10 | 8 | Carrier B | 4.469500 | Supplier 2 | Mumbai | 4 | 671 | 29 | 62.612690 | Pass | 0.087813 | Rail | Route B | 230.092783 | 13169.128329 | 0.0 | 0 | 90 |
| 93 | haircare | SKU93 | 69.290831 | 88 | 114 | 7899.154734 | Unknown | 63.0 | 17 | 66 | 1 | Carrier C | 7.006432 | Supplier 4 | Chennai | 21 | 824 | 20 | 35.633652 | Fail | 0.041658 | Air | Route A | 823.523846 | 7899.154734 | 0.0 | 0 | 63 |
| 94 | cosmetics | SKU94 | 3.037689 | 97 | 987 | 2998.198771 | Unknown | 77.0 | 26 | 72 | 9 | Carrier B | 6.942946 | Supplier 2 | Delhi | 12 | 908 | 14 | 60.387379 | Pass | 0.014636 | Rail | Route B | 846.665257 | 2998.198771 | 0.0 | 0 | 77 |
| 95 | haircare | SKU95 | 77.903927 | 65 | 672 | 52351.439091 | Unknown | 15.0 | 14 | 26 | 9 | Carrier B | 8.630339 | Supplier 4 | Mumbai | 18 | 450 | 26 | 58.890686 | Pending | 0.012109 | Air | Route A | 778.864241 | 52351.439091 | 0.0 | 0 | 15 |
| 96 | cosmetics | SKU96 | 24.423131 | 29 | 324 | 7698.424766 | Non-binary | 67.0 | 2 | 32 | 3 | Carrier C | 5.352878 | Supplier 3 | Mumbai | 28 | 648 | 28 | 17.803756 | Pending | 0.038720 | Road | Route A | 188.742141 | 7913.094580 | 0.0 | 0 | 67 |
| 97 | haircare | SKU97 | 3.526111 | 56 | 62 | 218.618898 | Male | 46.0 | 19 | 4 | 9 | Carrier A | 7.904846 | Supplier 4 | Mumbai | 10 | 535 | 13 | 65.765156 | Fail | 0.033762 | Road | Route A | 540.132423 | 218.618898 | 0.0 | 0 | 46 |
| 98 | skincare | SKU98 | 19.754605 | 43 | 913 | 18035.954243 | Female | 53.0 | 1 | 27 | 7 | Carrier B | 1.409801 | Supplier 5 | Chennai | 28 | 581 | 9 | 5.604691 | Pending | 0.029081 | Rail | Route A | 882.198864 | 18035.954243 | 0.0 | 0 | 53 |
| 99 | haircare | SKU99 | 68.517833 | 17 | 627 | 42960.681102 | Unknown | 55.0 | 8 | 59 | 6 | Carrier B | 1.311024 | Supplier 2 | Chennai | 29 | 921 | 2 | 38.072899 | Fail | 0.087813 | Rail | Route B | 210.743009 | 42960.681102 | 0.0 | 0 | 55 |